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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Visual Information Retrieval | 3 | 3 | Jun 11, 2026 | |
| Visual Language Navigation | 3 | 2 | Jun 30, 2026 | |
| Joint Optic Cup and Optic Disc Segmentation | 3 | 1 | Feb 18, 2026 | |
| Echocardiography Navigation | 3 | 1 | Mar 4, 2026 | |
| Multispectral Demosaicing | 3 | 1 | Mar 4, 2026 | |
| Visual Anomaly Segmentation | 3 | 1 | Mar 4, 2026 | |
| Geologic map understanding | 3 | 1 | Feb 18, 2026 | |
| Multi-modal Tracking | 3 | 2 | Mar 17, 2026 | |
| Black-box Adversarial Attack (Image Retrieval) |
| 3 |
| 1 |
| Feb 18, 2026 |
| Brand Classification | 3 | 2 | Jun 9, 2026 |
|---|
| Remote Embodied Visual Referencing | 3 | 2 | Feb 18, 2026 |
|---|
| Style Classification | 3 | 3 | May 20, 2026 |
|---|
| Vision-Language Perception and Reasoning | 3 | 3 | May 26, 2026 |
|---|
| SSL Backdoor Attack | 3 | 1 | Mar 4, 2026 |
|---|
| Event-based Image Classification | 3 | 3 | May 12, 2026 |
|---|
| Selective Visual Question Answering | 3 | 1 | Feb 18, 2026 |
|---|
| Visual puzzle solving | 3 | 3 | Jun 18, 2026 |
|---|
| Anomaly Discrimination | 3 | 2 | Feb 19, 2026 |
|---|
| Human Video Animation | 3 | 2 | Feb 19, 2026 |
|---|
| Sparse-view metal artifact removal | 3 | 1 | Feb 18, 2026 |
|---|
| Khmer Text Recognition | 3 | 1 | Mar 4, 2026 |
|---|
| 3D Character Geometry Reconstruction | 3 | 1 | Feb 18, 2026 |
|---|
| Similarity Confidence | 3 | 1 | Mar 4, 2026 |
|---|
| Spatial-Temporal Reasoning | 3 | 1 | Mar 4, 2026 |
|---|
| Despeckling | 3 | 2 | May 26, 2026 |
|---|